July 1st, 2022
Close Proximity Human-Robot Collaboration
Challenges & Opportunities
Hybrid Event - RSS 2022
Overview
Close-proximity human-robot collaboration (HRC) has the potential to help address pressing societal needs including flexible manufacturing, construction, logistics, and home care. In this workshop, we aim to promote and characterize close-proximity HRC as a new field of research, which we define as an interaction in which the human and the robot are co-located in space and time and continuously share large portions of their operational space. Modern robots lack the necessary capabilities (i.e., sensing, perception, control, and intelligence) to operate in close proximity with people, and there exists a technological barrier that prevents researchers in HRC from advancing the state-of-the-art. We argue that close-proximity HRC is i) an under-explored area of research, ii) key to the emergence of complex, rich, and flexible human-robot collaboration, and iii) an enabling technology for robots to respond to the pressing societal needs (COVID-19 pandemic among others) of modern society.
With this workshop, we aim at identifying the research needs to advance knowledge in the field, and in particular: a) understanding human-human and human-robot collaboration in conditions of task needs and space constraints; b) identifying novel capabilities needed for robots to safely and effectively operate in close proximity with people; c) bringing together the modeling of a) and the technology of b) to tackle HRC problems that revolve around realistic interactions that were not possible before. This workshop (hopefully, the first of many) is both timely and forward-looking in that it will identify current bottlenecks and propose future directions of work.
Topics of Interest
Perception, control, and planning in close-proximity environments
Sensors for enabling close-proximity interaction
Sensors for human safety
State estimation and sensor fusion for close-proximity HRC
Safety in physical human-robot interaction
Task allocation
Modeling and prediction of human interactions in close proximity environments
Prediction of human movement/actions in close proximity
Coordination Modeling
Team communication, task transparency
Collaborative systems to enable co-located human-robot teaming
Shared software and hardware infrastructures/tools
Evaluation of close-proximity human-robot collaboration
Trust in human-robot teaming when operating in close proximity
Future directions and opportunities
Important Dates (23:59 AoE)
April 15, 2022 - Applications OpenMay 27, 2022June 3, 2022- Submission DeadlineJune 17, 2022- Notification of acceptanceJune 21th, 2022 - Camera-ready deadlineJuly 1st, 2022 - Close Proximity Human-Robot Collaboration Workshop
What do we aim to accomplish during this workshop?
In this workshop, we will discuss state-of-the-art approaches in close-proximity human-robot collaboration, with topics spanning from sensing and control to application areas. We aim to promote discussion and assemble researchers in this domain to foster collaboration and develop new opportunities in the field.
Speakers
Andrea Bajcsy
University of California
Berkeley
Angelique Taylor
Cornell Tech
Harold Soh
National University of Singapore
Changliu Liu
Carnegie Mellon University
Matthew Gombolay
Georgia Institute of Technology
Zackory Erickson
Carnegie Mellon University
Siddhartha Srinivasa
University of Washington and Amazon
Sami Haddadin
Technical University of Munich